Matchmaking: Distributed Resource Management for High Throughput Computing
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
A distributed file system for a wide-area high performance computing infrastructure
WORLDS'06 Proceedings of the 3rd conference on USENIX Workshop on Real, Large Distributed Systems - Volume 3
Personal adaptive clusters as containers for scientific jobs
Cluster Computing
Creating private network overlays for high performance scientific computing
Proceedings of the ACM/IFIP/USENIX 2007 International Conference on Middleware
Exploring many task computing in scientific workflows
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers
Creating private network overlays for high performance scientific computing
MIDDLEWARE2007 Proceedings of the 8th ACM/IFIP/USENIX international conference on Middleware
Grids and Clouds: Making Workflow Applications Work in Heterogeneous Distributed Environments
International Journal of High Performance Computing Applications
Data parallelism in bioinformatics workflows using Hydra
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
An adaptive parallel execution strategy for cloud-based scientific workflows
Concurrency and Computation: Practice & Experience
A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds
Journal of Grid Computing
Evaluating parameter sweep workflows in high performance computing
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
Performance evaluation of parallel strategies in public clouds: A study with phylogenomic workflows
Future Generation Computer Systems
Designing a parallel cloud based comparative genomics workflow to improve phylogenetic analyses
Future Generation Computer Systems
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Large parameter sweep studies are common in a broad range of scientific disciplines. However, many challenges exist in supporting this type of computation in a widely distributed computing environment. These challenges exist because contributing sites in a federated distributed computing environment usually expose only a very narrow resource-sharing interface. This paper looks at the challenges encountered by parameter sweep studies using two concrete application examples. The paper also shows how a system for building personal clusters on demand has been developed to solve many of these problems.